Oracle open sources GraphPipe, a new standard for machine learning models

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graphpipe-diagram.jpg

Machine learning is expected to transform industries. However, its adoption in the enterprise has been slower than some might expect because it’s difficult for organizations to deploy and manage machine learning technology on their own. Part of the challenge is that machine learning models are often trained and deployed using bespoke techniques, making it difficult to deploy models across servers or within different departments.

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